46 Burn-related Violence Against Women in the US: Findings from the ABA Burn Registry
Bibliographic record
Abstract
Abstract Introduction Violence against women is a global public health problem and a violation of human rights. CDC data shows 41% of US women have experienced intimate partner violence. Burn-related violence against women (BVAW) is an extremely confronting form of physical violence, however, limited evidence has been published in scientific literature. The aim of this study was to describe the frequency, demographic, injury and outcome characteristics of women admitted to US burn centers who have experienced burn violence and determine if these characteristics were different to characteristics of women admitted with accidental burns. Methods Data was extracted from the ABA National Burn Registry (NBR) for women, ≥ 18 years old, admitted to US Burn Centers between 2008 and 2018. NBR injury intent variables identified women who sustained burn violence or accidental injuries to separate them into two comparator groups. All NBR ‘accidental’ injury intent variables were collapsed into one variable. Women who experienced self-harm were excluded. Descriptive and simple comparative statistics were used to describe and compare groups. Results There were 54,630 women who met study inclusion criteria, 1063 (2%) experienced burn violence. Women who experienced burn violence were younger (38.1 yrs [mean]) than women with accidental injuries (47.8 yrs). A significantly greater proportion of the burn violence group were Black/African American women compared to the accidental injury group (44.7% vs. 22.1%, p< 0.05) and a greater proportion of burn violence patients were covered by Medicaid (40.1% vs. 22.1%, p< 0.05). Women who sustained violence had more severe injuries than their counterparts, in terms of both %TBSA extent ([median] 6.1% vs. 3.0%, p< 0.05) and burn depth (3rd degree) ([median] 11.0% vs. 2.0 %, p< 0.05). Scald and flame injuries were the most frequent mechanism of injury in both groups. Length of hospital stay was longer for women who sustained burn violence ([median] 15.9 vs. 9.2 days, p< 0.05) and ICU stay ([median] 21.0 vs. 6.5 days, p< 0.05) was also significantly longer. However, there were no differences in mortality rates between groups (5.5% vs 4.3%). Conclusions Whilst the frequency of women who sustained burn violence, and were admitted to US burn centers appears small, they are confronting injuries that can result in significant physical and psychological sequelae. Compared to women with accidental burns, women who experience burn violence were younger, disproportionately Black/African American, suffered more severe injuries and experienced poorer outcomes. American women deserve better Applicability of Research to Practice Burns can be easily explained as unintentional, especially when women can’t tell their stories. To protect women, US burn centers require robust, standardized approaches to identify and respond to burn violence and the ABA can lend a voice to advocacy efforts against violence against women, collaborating alongside stakeholder organizations.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".